Discrete Optimization

Non-monotone Submodular Maximization in Exponentially Fewer Iterations NeurIPS 2018 Novel Algorithms for Abstract Dialectical Frameworks based on Complexity Analysis of Subclasses and SAT Solving IJCAI 2018 Optimal Cruiser-Drone Traffic Enforcement Under Energy Limitation IJCAI 2018 Optimization for Approximate Submodularity NeurIPS 2018 Parameterized Algorithms for the Matrix Completion Problem ICML 2018 Provably Correct Algorithms for Matrix Column Subset Selection with Selectively Sampled Data JMLR 2018 Pyconstruct: Constraint Programming Meets Structured Prediction IJCAI 2018 Revisiting Decomposable Submodular Function Minimization with Incidence Relations NeurIPS 2018 Robust Maximization of Non-Submodular Objectives AISTATS 2018 Scalable Deletion-Robust Submodular Maximization: Data Summarization with Privacy and Fairness Constraints ICML 2018 Socially Motivated Partial Cooperation in Multi-agent Local Search IJCAI 2018 Solving Sudoku with Consistency: A Visual and Interactive Approach IJCAI 2018 Speeding Up Neural Machine Translation Decoding by Cube Pruning EMNLP 2018 Stochastic Anytime Search for Bounding Marginal MAP IJCAI 2018 Stratification for Constraint-Based Multi-Objective Combinatorial Optimization IJCAI 2018 Towards Improving the Expressivity and Scalability of Distributed Constraint Optimization Problems IJCAI 2018 Variable-Delay Controllability IJCAI 2018 Active-set Methods for Submodular Minimization Problems JMLR 2017 A Dual Ascent Framework for Lagrangean Decomposition of Combinatorial Problems CVPR 2017 Alternating Direction Graph Matching CVPR 2017 Analysis and Optimization of Graph Decompositions by Lifted Multicuts ICML 2017 An Exact Penalty Method for Locally Convergent Maximum Consensus CVPR 2017 Bayesian Network Learning via Topological Order JMLR 2017 Bayesian Network Structure Learning with Integer Programming: Polytopes, Facets and Complexity (Extended Abstract) IJCAI 2017 CCEHC: An Efficient Local Search Algorithm for Weighted Partial Maximum Satisfiability (Extended Abstract) IJCAI 2017